Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Search inside YouTube videos using natural language
| Date | Stars |
|---|---|
| 2026-07-24 | 935 |
| 2026-07-25 | 935 |
| 2026-07-28 | 935 |
| 2026-07-30 | 935 |
| 2026-08-06 | 935 |
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# Natural Language YouTube Search [](https://colab.research.google.com/github/haltakov/natural-language-youtube-search/blob/main/natural-language-youtube-search.ipynb) Use [OpenAI's CLIP](https://openai.com/blog/clip/) neural network to search inside YouTube videos. You can try it by running the [notebook](https://colab.research.google.com/github/haltakov/natural-language-youtube-search/blob/main/natural-language-youtube-search.ipynb) on Google Colab. # New * Integrated to [Huggingface Spaces](https://huggingface.co/spaces) with [Gradio](https://github.com/gradio-app/gradio). See demo: [](https://huggingface.co/spaces/akhaliq/Video_Search_CLIP) ## How it works 1. Download the YouTube video 2. Extract every N-th frame 3. Encode all frames using CLIP 4. Encode a natural language search query using CLIP 5. Find the images that best match the search query For more details see the [notebook](https://colab.research.google.com/github/haltakov/natural-language-youtube-search/blob/main/natural-language-youtube-search.ipynb). ## Examples Here are some example searches from this [YouTube video](https://www.youtube.com/watch?v=PGMu_Z89Ao8) of a car driving around San Francisco. ### "A fire truck"    ### "Road works"    ### "People crossing the street"    ### "The Embarcadero"    ### "Waiting at the red light"    ### "Green bike lane"    ### "A street with tram tracks"    ### "The Transamerica Pyramid"    ## Natural language search on Unsplah You can also try my other project to search from 2M photos on [Unsplash](https://unsplash.com/) using natural language queries: #### [Natural Language Image Search](https://github.com/haltakov/natural-language-image-search)
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Ahsen Khaliq · Huggingface
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:75c3748885919610, topic:computer-vision
matched fp:75c3748885919610, topic:clip